He’d bought the house for a pittance, convinced it held potential. It was the bargain of a lifetime. The walls were in need of some attention, so he’d been tearing off wallpaper in the master bedroom when he found it. A hidden panel, barely discernible, concealed behind layers of faded floral print.

Behind the panel was a small room, a miniature workshop. Tools hung neatly on the walls, a workbench covered in sawdust. It was as if someone had simply walked away, leaving their tools behind.

He picked up a hammer, its handle worn smooth with use. He felt energized, ready to start. The future felt brighter, filled with possibilities. He smiled, a genuine, unguarded smile that reached his eyes.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450